view scripts/sparse/spdiags.m @ 30564:796f54d4ddbf stable

update Octave Project Developers copyright for the new year In files that have the "Octave Project Developers" copyright notice, update for 2021. In all .txi and .texi files except gpl.txi and gpl.texi in the doc/liboctave and doc/interpreter directories, change the copyright to "Octave Project Developers", the same as used for other source files. Update copyright notices for 2022 (not done since 2019). For gpl.txi and gpl.texi, change the copyright notice to be "Free Software Foundation, Inc." and leave the date at 2007 only because this file only contains the text of the GPL, not anything created by the Octave Project Developers. Add Paul Thomas to contributors.in.
author John W. Eaton <jwe@octave.org>
date Tue, 28 Dec 2021 18:22:40 -0500
parents 7854d5752dd2
children 597f3ee61a48
line wrap: on
line source

########################################################################
##
## Copyright (C) 2000-2022 The Octave Project Developers
##
## See the file COPYRIGHT.md in the top-level directory of this
## distribution or <https://octave.org/copyright/>.
##
## This file is part of Octave.
##
## Octave is free software: you can redistribute it and/or modify it
## under the terms of the GNU General Public License as published by
## the Free Software Foundation, either version 3 of the License, or
## (at your option) any later version.
##
## Octave is distributed in the hope that it will be useful, but
## WITHOUT ANY WARRANTY; without even the implied warranty of
## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
## GNU General Public License for more details.
##
## You should have received a copy of the GNU General Public License
## along with Octave; see the file COPYING.  If not, see
## <https://www.gnu.org/licenses/>.
##
########################################################################

## -*- texinfo -*-
## @deftypefn  {} {@var{B} =} spdiags (@var{A})
## @deftypefnx {} {[@var{B}, @var{d}] =} spdiags (@var{A})
## @deftypefnx {} {@var{B} =} spdiags (@var{A}, @var{d})
## @deftypefnx {} {@var{A} =} spdiags (@var{v}, @var{d}, @var{A})
## @deftypefnx {} {@var{A} =} spdiags (@var{v}, @var{d}, @var{m}, @var{n})
## A generalization of the function @code{diag}.
##
## Called with a single input argument, the nonzero diagonals @var{d} of
## @var{A} are extracted.
##
## With two arguments the diagonals to extract are given by the vector @var{d}.
##
## The other two forms of @code{spdiags} modify the input matrix by replacing
## the diagonals.  They use the columns of @var{v} to replace the diagonals
## represented by the vector @var{d}.  If the sparse matrix @var{A} is
## defined then the diagonals of this matrix are replaced.  Otherwise a
## matrix of @var{m} by @var{n} is created with the diagonals given by the
## columns of @var{v}.
##
## Negative values of @var{d} represent diagonals below the main diagonal, and
## positive values of @var{d} diagonals above the main diagonal.
##
## For example:
##
## @example
## @group
## spdiags (reshape (1:12, 4, 3), [-1 0 1], 5, 4)
##    @result{} 5 10  0  0
##       1  6 11  0
##       0  2  7 12
##       0  0  3  8
##       0  0  0  4
## @end group
## @end example
##
## @seealso{diag}
## @end deftypefn

function [B, d] = spdiags (v, d, m, n)

  if (nargin < 1)
    print_usage ();
  endif

  if (nargin == 1 || nargin == 2)
    ## extract nonzero diagonals of A into B,d
    [nr, nc] = size (v);
    [i, j] = find (v);

    if (nargin == 1)
      ## d contains the active diagonals
      d = unique (j-i);
    endif

    ## FIXME: Maybe this could be done faster using [i,j,v] = find (v)
    ##        and then massaging the indices i, j.  However, some
    ##        benchmarking has shown that diag() written in C++ makes
    ##        the following code faster even with the for loop.
    Brows = min (nr, nc);
    B = zeros (Brows, length (d));
    for k = 1:length (d)
      dn = d(k);
      if (dn <= -nr || dn > nc)
        continue;
      endif
      dv = diag (v, dn);
      len = rows (dv);
      ## Put sub/super-diagonals in the right place based on matrix size (MxN)
      if (nr >= nc)
        if (dn > 0)
          offset = Brows - len + 1;
          B(offset:Brows, k) = dv;
        else
          B(1:len, k) = dv;
        endif
      else
        if (dn < 0)
          offset = Brows - len + 1;
          B(offset:Brows, k) = dv;
        else
          B(1:len, k) = dv;
        endif
      endif
    endfor

  elseif (nargin == 3)
    ## Replace specific diagonals d of m with v,d
    [nr, nc] = size (m);
    A = spdiags (m, d);
    B = m - spdiags (A, d, nr, nc) + spdiags (v, d, nr, nc);

  else
    ## Create new matrix of size mxn using v,d
    [j, i, v] = find (v);
    if (m >= n)
      offset = max (min (d(:), n-m), 0);
    else
      offset = d(:);
    endif
    j = j(:) + offset(i(:));
    i = j - d(:)(i(:));
    idx = i > 0 & i <= m & j > 0 & j <= n;
    B = sparse (i(idx), j(idx), v(idx), m, n);

  endif

endfunction


%!test
%! [B,d] = spdiags (magic (3));
%! assert (d, [-2 -1 0 1 2]');
%! assert (B, [4 3 8 0 0
%!             0 9 5 1 0
%!             0 0 2 7 6]);
%! B = spdiags (magic (3), [-2 1]);
%! assert (B, [4 0; 0 1; 0 7]);

## Test zero filling for supra- and super-diagonals
%!test
%! ## Case 1: M = N
%! A = sparse (zeros (3,3));
%! A(1,3) = 13;
%! A(3,1) = 31;
%! [B, d] = spdiags (A);
%! assert (d, [-2 2]');
%! assert (B, [31 0; 0 0; 0 13]);
%! assert (spdiags (B, d, 3,3), A);

%!test
%! ## Case 1: M > N
%! A = sparse (zeros (4,3));
%! A(1,3) = 13;
%! A(3,1) = 31;
%! [B, d] = spdiags (A);
%! assert (d, [-2 2]');
%! assert (B, [31 0; 0 0; 0 13]);
%! assert (spdiags (B, d, 4,3), A);

%!test
%! ## Case 1: M < N
%! A = sparse (zeros (3,4));
%! A(1,3) = 13;
%! A(3,1) = 31;
%! [B, d] = spdiags (A);
%! assert (d, [-2 2]');
%! assert (B, [0 13; 0 0; 31 0]);
%! assert (spdiags (B, d, 3,4), A);

%!assert (spdiags (zeros (1,0),1,1,1), sparse (0))
%!assert (spdiags (zeros (0,1),1,1,1), sparse (0))
%!assert (spdiags ([0.5 -1 0.5], 0:2, 1, 1), sparse (0.5))

## Test input validation
%!error <Invalid call> spdiags ()